Prescribed-Time Synchronization of Coupled Memristive Neural Networks with Heterogeneous Impulsive Effects

被引：18
作者：
Bao, Yuangui [1 ]
Zhang, Yijun [1 ]
Zhang, Baoyong [1 ]
Guo, Yu [1 ]
机构：
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
来源：
NEURAL PROCESSING LETTERS | 2021年 / 53卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Prescribed-time synchronization; Coupled memristive neural networks; Impulsive effects; Heterogeneous;
D O I：
10.1007/s11063-021-10469-y
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is concerned with the prescribed-time synchronization of coupled memristive neural networks (MNNs). The impulsive effects with heterogeneous impulsive instants and impulsive strengths are considered. Different from related results on the fixed-time synchronization, this paper focuses on the prescribed-time synchronization of coupled MNNs, in which the settling time can be prescribed according to task requirements. A sufficient criterion is derived to ensure the prescribed-time synchronization of coupled MNNs. Besides, the proposed design method provides less conservatism compared with the existing results. A numerical example and an application in secure communication are provided to show the effectiveness of the theoretical results
引用
收藏
页码：1615 / 1632
页数：18
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[11]   Finite/fixed-time synchronization control of coupled memristive neural networks [J].
Li, Jiarong ;
Jiang, Haijun ;
Hu, Cheng ;
Alsaedi, Ahmed .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356 (16) :9928-9952
[12]   Synchronization of Coupled Complex-Valued Impulsive Neural Networks with Time Delays [J].
Li, Lulu ;
Mu, Guohong .
NEURAL PROCESSING LETTERS, 2019, 50 (03) :2515-2527
[13]   Fixed-Time Synchronization of Complex Dynamical Network With Impulsive Effects [J].
Li, Na ;
Wu, Xiaoqun ;
Yang, Qirui .
IEEE ACCESS, 2020, 8 :33072-33079
[14]   Fixed-time consensus for disturbed multiple Euler-Lagrange systems with connectivity preservation and quantized input [J].
Li, Ping ;
Song, Zhibao ;
Wang, Zhen ;
Liu, Wenhui .
APPLIED MATHEMATICS AND COMPUTATION, 2020, 380
[15]   Quasi-state estimation and quasi-synchronization control of quaternion-valued fractional-order fuzzy memristive neural networks: Vector ordering approach [J].
Li, Ruoxia ;
Gao, Xingbao ;
Cao, Jinde .
APPLIED MATHEMATICS AND COMPUTATION, 2019, 362
[16]   Finite-Time and Fixed-Time Stabilization Control of Delayed Memristive Neural Networks: Robust Analysis Technique [J].
Li, Ruoxia ;
Cao, Jinde .
NEURAL PROCESSING LETTERS, 2018, 47 (03) :1077-1096
[17]   Exponential and fixed-time synchronization of Cohen-Grossberg neural networks with time-varying delays and reaction-diffusion terms [J].
Li, Ruoxia ;
Cao, Jinde ;
Alsaedi, Ahmad ;
Alsaadi, Fuad .
APPLIED MATHEMATICS AND COMPUTATION, 2017, 313 :37-51
[18]   Synchronization of dynamical networks with nonlinearly coupling function under hybrid pinning impulsive controllers [J].
Li, Yuanyuan ;
Lou, Jungang ;
Wang, Zhen ;
Alsaadi, Fuad E. .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (14) :6520-6530
[19]   Impulsive Synchronization of Stochastic Neural Networks via Controlling Partial States [J].
Li, Yuanyuan .
NEURAL PROCESSING LETTERS, 2017, 46 (01) :59-69
[20]   Stability analysis for discrete-time stochastic memristive neural networks with both leakage and probabilistic delays [J].
Liu, Hongjian ;
Wang, Zidong ;
Shen, Bo ;
Huang, Tingwen ;
Alsaadi, Fuad E. .
NEURAL NETWORKS, 2018, 102 :1-9
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